Lead Routing & Scoring · Revenue Operations

Lead routing and scoring that gets the right lead to the right rep, repeatedly.

Routing failures are the most common reason marketing-qualified leads cool before sales touches them.

The lead is right. The score is right. The routing rule sends it to a rep who isn't covering that territory anymore, the rep doesn't action it, and by the time the queue gets cleaned up the prospect has moved on.

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The two sides of routing and scoring

Scoring decides which leads are qualified. Routing decides who gets them. Both have to be right; either being wrong creates the same operational symptom: leads that don't convert because nobody acts on them in the right window. That window is unforgiving: the landmark Harvard Business Review study of online lead response found that contacting a web lead within an hour made a rep nearly 7x more likely to have a qualifying conversation than waiting even an hour longer, and more than 60x more likely than waiting 24 hours (Harvard Business Review, 2011). A routing rule that misfires rarely just delays a lead; it usually kills it.

more likely to qualify a lead when contacted within an hour than an hour later
Harvard Business Review, 2011
60×
more likely to qualify than waiting 24 hours to respond
Harvard Business Review, 2011

Scoring models are usually two-dimensional: fit (firmographic and demographic match to the ICP) and behavior (engagement signals indicating intent). Single-dimension scoring (just behavior, just fit) tends to mis-prioritize.

Routing rules have to account for territory, ownership, capacity, working hours, round-robin behavior, and SLA enforcement. Most routing failures are at the intersection of two of these.

Routing and scoring design

We build both together because they have to be designed against the same assumptions.

  1. 1
    ICP definition
    Written, agreed by marketing and sales, with enough specificity to drive the fit dimension of scoring.
  2. 2
    Fit scoring
    Firmographic and demographic match to the ICP, with point values that reflect the strength of the signal.
  3. 3
    Behavior scoring
    Behavioral signals: content consumption, form submissions, intent data: with decay so old behavior doesn't accumulate forever.
  4. 4
    MQL threshold
    The combined score that triggers MQL status, with the explicit definition behind it.
  5. 5
    Routing rules
    Territory, ownership, capacity, and round-robin behavior, with the explicit precedence between them.
  6. 6
    SLA enforcement
    What happens when the rep doesn't action within the SLA window. Reroute, escalate, or fall back to nurture.

Frequently asked questions

QShould we use predictive scoring (HubSpot, 6sense, etc.) or rule-based?+
Rule-based is the default until the data volume justifies predictive. Predictive scoring works best when there's a substantial closed-won and closed-lost dataset for the model to learn from.
QCan you build account-based scoring instead of lead-level?+
Yes, and increasingly that's the right answer for B2B. Lead-level scoring rolls up to account-level signals; the threshold-crossing happens at the account.
QHow do you handle round-robin?+
Round-robin pools by territory, with capacity weighting and PTO awareness. Naive round-robin without capacity controls produces the same kinds of failures as no routing at all.
QWhat about lead recycling?+
Built into the routing logic. Leads that aren't actioned within SLA, leads marked unqualified for the wrong reason, leads that go cold: all need explicit recycling rules.
QHow long does a routing and scoring rebuild take?+
Four to eight weeks for a complete rebuild including the integration with the existing CRM and marketing platform.
QDo you handle inbound and outbound routing differently?+
Yes. Inbound has different SLA requirements and different ownership rules than outbound-sourced leads.
QWhat about chat and web routing?+
Yes. Chat routing has its own complexity: coverage, escalation, after-hours behavior: and we handle it as part of the routing system.
QCan you fix our existing routing without a rebuild?+
Sometimes. Often the existing rules have accumulated enough exceptions that a rebuild is cheaper than another patch.
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If something isn't behaving the way it should, that's where we start. Phil reads every inbound personally and responds within one business day.